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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Supervised pretraining fo" (30 stories)

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Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pretraining
Lead StoryNaturetech
Sep 30

Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pretraining

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5kRVYwc2V2TDVEdWpkQ0d5YmVGbF9HVThESlNoUm5KWF8tQVMyb0NLd3c0STQtR3lwX3VYUVd0OWVyMWxhT0IwMWNTTHhCeU1pZElTeXMzWVNBZUt6bTMw?oc=5" target="_blank">Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pretraining</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Supervised pretraining fo"

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29 stories displayed
Pretraining on 50,000 Hours of Unlabeled Brain Data
Neuralinktech

Pretraining on 50,000 Hours of Unlabeled Brain Data

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTFBaZDVWbFZHdC02S1hVam15NFRWQnduQXZuME1wU21hcnZqTUpVbmtjZmNOdVlhUVUwaEY5WmV3dk5RTXg5UmUwaDIya2ZxTDNPQmJIWkppNnV5SENWQUNJTFBVWEw2a2It?oc=5" target="_blank">Pretraining on 50,000 Hours of Unlabeled Brain Data</a>  <font color="#6f6f6f">Neuralink</font>

Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model
The Association for the Advancement of Artificial Intelligencetech

Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model

<a href="https://news.google.com/rss/articles/CBMibEFVX3lxTE1vLWpaOVRlY1R3Y1N3UzRHbFdjSnZ5aE1tOFhqamNQbWl0TGRtY3ZVZVh4eDVYNzRpaHNkR3hvTkRDOEwxcUh3Z00tRDZrVWtGeng2UmJsOVZ5S0UtQnRWSnFYZEpVZDF5ZnRkeA?oc=5" target="_blank">Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

PlantCLR: contrastive self-supervised pretraining for generalizable plant disease detection
Naturetech

PlantCLR: contrastive self-supervised pretraining for generalizable plant disease detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBpUGh3R3FwVWZhZDVBQjlnNEljb05xWHpMbll6dDZaQjdQbm1fSXREc3hwMjc0b2E0c3lNZVNDRmdJeHFOd0dYVkJaOGJjNzFvX3FnX25KOVlBVjE1R2NZ?oc=5" target="_blank">PlantCLR: contrastive self-supervised pretraining for generalizable plant disease detection</a>  <font color="#6f6f6f">Nature</font>

Supervised pretraining for material property prediction
Naturetech

Supervised pretraining for material property prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5DbUhKM291WTV1dFF0M253TExNdXBwZXFMcDlBcHJRRnBORENuazI5VDFFanpjcG9jWER1WmNzZnI0dUNvTktKNXJNZFhnOUNDNjduNFJ3Tktwai13SG5R?oc=5" target="_blank">Supervised pretraining for material property prediction</a>  <font color="#6f6f6f">Nature</font>

What Is Self-Supervised Learning?
IBMgeneral

What Is Self-Supervised Learning?

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTE80cERkNUo1WjU2blh3QmlIaHZaM0Fkcmh2em50YWN1LTFwNU8xQW1KU0xFY3BXZU80eXBZdEZKc09FZzZFSTBhcXU4cGdqa2QweFRsMGJuQWlraHRxakVEY2xRUHlFbjVY?oc=5" target="_blank">What Is Self-Supervised Learning?</a>  <font color="#6f6f6f">IBM</font>

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning | Proceedings of the AAAI Conference on Artificial Intelligence
The Association for the Advancement of Artificial Intelligencetech

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning | Proceedings of the AAAI Conference on Artificial Intelligence

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1zSHVncE1PUmNGODVmdy11bW84ZUpYeVVvVzQxaENuNkZ2elRqNm5VTHBTZVNES0xHMThWdi16MTJqR3FQWkIwWG5aNzJNQXp3M0V3c2lqTTdEM0MyeE8xZDFqT18?oc=5" target="_blank">Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning | Proceedings of the AAAI Conference on Artificial Intelligence</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Calibration-free sEMG intention recognition via self-supervised pretraining and adversarial domain alignment for upper-limb rehabilitation
Naturetech

Calibration-free sEMG intention recognition via self-supervised pretraining and adversarial domain alignment for upper-limb rehabilitation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1oWW1xRGt6SWRtbXh2Q296MzBhR1lPSE5iWjU2M2pBc2NoN29taDNNcVptUEQ4ZkJVY1psS1JUNzh6ZE1ndk8yMmJQWC14NnZ3dGUtMWRTT0ZyLUFuVHBJ?oc=5" target="_blank">Calibration-free sEMG intention recognition via self-supervised pretraining and adversarial domain alignment for upper-limb rehabilitation</a>  <font color="#6f6f6f">Nature</font>

Self-Supervised Pretraining for RGB-D Salient Object Detection
The Association for the Advancement of Artificial Intelligencetech

Self-Supervised Pretraining for RGB-D Salient Object Detection

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBaZkl6bWxoTlFWSHlIaGVYUUdyNXVha05wOGxteHVlbGVMYlk5cU9IcHpfWmlOdnJVY09FOUJOZndlY3RBZjdILXYyVlE4VmI2QXJJTDY0M2R1SEk1QUhKanR5TFQ?oc=5" target="_blank">Self-Supervised Pretraining for RGB-D Salient Object Detection</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Masked autoencoder pretraining for peripheral nerve segmentation in ultrasound images
Naturetech

Masked autoencoder pretraining for peripheral nerve segmentation in ultrasound images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBWbEhKbHl4LVlTZWhuLTNpZUU0RndCdkhNNFg4NVZLdmQwYll6R2trWHZPeEZOSmhTRDc3djgxZ3prR3B0Tk1YQkRBS25LVDcwVmxWRGNXWU00SWxkVF9B?oc=5" target="_blank">Masked autoencoder pretraining for peripheral nerve segmentation in ultrasound images</a>  <font color="#6f6f6f">Nature</font>

A multi-head YOLOv12 with self-supervised pretraining for urinary sediment particle detection
Naturetech

A multi-head YOLOv12 with self-supervised pretraining for urinary sediment particle detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBpRUV6Qm5GZ0tFWHVocTZ0bFd0eUd6QUZBV0FMT21WY3lMZEdfY1cyekd6bE5lajNKWlFqREVvTWtONkN1M0VwR3E0amYtUGMwbk9mQTNfeV9JYXkxY2RB?oc=5" target="_blank">A multi-head YOLOv12 with self-supervised pretraining for urinary sediment particle detection</a>  <font color="#6f6f6f">Nature</font>

Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures
The Association for the Advancement of Artificial Intelligencetech

Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE94djFWVDhUU24wYWZlekdjUUJDNWEzRW5oSXRFSWU5VnAyaXVjekM1UHVZNnM1bm43MU1ESTFra3UySW51OV9DMUQwc29qQU5EcHhlZHljNWRrYlpHNHRBdFhqS2k?oc=5" target="_blank">Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Advancing animal behavior recognition with self-supervised pre-training on unlabeled data
Naturetech

Advancing animal behavior recognition with self-supervised pre-training on unlabeled data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1CX1NWZEljbllJZGtLSDU2cjZKWWdtNEZkblByU29kcktJdnZBSng3RXNKLWVvN3JtTTZXN29WU3JZZkxhZzdkeWxOa0hsUkVoMFBqRFlRMXFCTGVJRHg4?oc=5" target="_blank">Advancing animal behavior recognition with self-supervised pre-training on unlabeled data</a>  <font color="#6f6f6f">Nature</font>

Masked autoencoding, generalizable pretraining, and integrated experts for enhanced glioma segmentation
Naturetech

Masked autoencoding, generalizable pretraining, and integrated experts for enhanced glioma segmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE00RU5Rblk5YzlJMjU1LXFObkpIbmpLRDJrM1U3NjU2SDJUUzJpOFpHRHRES1ZoXzR1MUNpaGdPVG5NbkNlSjRwbEtxVm9UckF5QURYYjJWLVE0a04waDVn?oc=5" target="_blank">Masked autoencoding, generalizable pretraining, and integrated experts for enhanced glioma segmentation</a>  <font color="#6f6f6f">Nature</font>

Molecular Motif Learning as a pretraining objective for molecular property prediction
Naturetech

Molecular Motif Learning as a pretraining objective for molecular property prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5OZlNtT2hMZFdDZFRkd2NQdW5veXdrVU1fc0RGYlJKbnZ6RmZKTmNHbEZoVmdsbkwybmhOdVpNRXVJdElSVlVQRVhUcFBkMVAyWlp0UmVVd2lvdnd4d1pj?oc=5" target="_blank">Molecular Motif Learning as a pretraining objective for molecular property prediction</a>  <font color="#6f6f6f">Nature</font>

Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging
Naturetech

Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE10aHhmQ2Mxdlh0OTM1WFpIS203dGlMVkVTcFg5VFItMzNlMUtBQWo3S1ZqRG1xUHkyeU5aN05LNWxUTnJtckVvUjhua2NBQzk2M1llRDJ3RlNTdW0wUVFz?oc=5" target="_blank">Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging</a>  <font color="#6f6f6f">Nature</font>

Integrating snapshot ensemble learning into masked autoencoders for efficient self-supervised pretraining in medical imaging
Naturetech

Integrating snapshot ensemble learning into masked autoencoders for efficient self-supervised pretraining in medical imaging

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBoU2puT0RQQWFNVkxvdFhnX1JsdTdUbTNIUElsOW9rb1JYNmdJWS1DLWFrdGNmWWE4U0RjOU83bUtGckNfRTVIc2NvU2lxRjRGTzNPeTBYNm1NS2dZcHYw?oc=5" target="_blank">Integrating snapshot ensemble learning into masked autoencoders for efficient self-supervised pretraining in medical imaging</a>  <font color="#6f6f6f">Nature</font>

Self-supervised learning for medical image classification: a systematic review and implementation guidelines
Naturegeneral

Self-supervised learning for medical image classification: a systematic review and implementation guidelines

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9qdURLU0I2ZWhZSTlnR2RhVjhYWnJ3ZDB4R0tELXFUalNYWV9Db3QtNGRXWlhzUHNWSWRaWEMxNFVPM3pacXRKdWRyYjdWYm1XY0tiblRYUzRRUDRieGNr?oc=5" target="_blank">Self-supervised learning for medical image classification: a systematic review and implementation guidelines</a>  <font color="#6f6f6f">Nature</font>

Multi scale self supervised learning for deep knowledge transfer in diabetic retinopathy grading
Naturegeneral

Multi scale self supervised learning for deep knowledge transfer in diabetic retinopathy grading

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE01UGtJRXlpYmFwVDE0c0NCNkJ0Wk9tNWEwOVg4Y2dXb0xfeDhaZnlLSVNRck9ma2FfUFdnTWtFYVhRbVFZQW16c3F2MmlfX3VWb01iQWl3YnJId3ZvTC1v?oc=5" target="_blank">Multi scale self supervised learning for deep knowledge transfer in diabetic retinopathy grading</a>  <font color="#6f6f6f">Nature</font>

Self-supervised multimodal transformer for fine-grained detection of controlled perturbation events in piano performance
Naturetech

Self-supervised multimodal transformer for fine-grained detection of controlled perturbation events in piano performance

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBydDZwNVg0QVB1eFhWMG9uVjJMU19xN0x2TkRWeXpNeUVTUmp3N0kyTDI1ZS1xRFU2WlJCWnJjZXFJWmt3S1ZFVFgxOG5RbnkzZ013RzAzVEVmSmR2Q0s4?oc=5" target="_blank">Self-supervised multimodal transformer for fine-grained detection of controlled perturbation events in piano performance</a>  <font color="#6f6f6f">Nature</font>

How Well Does Self-Supervised Learning Perform In The Real World?
Towards Data Scienceworld

How Well Does Self-Supervised Learning Perform In The Real World?

<a href="https://news.google.com/rss/articles/CBMirgFBVV95cUxNRy1HV0Q1TllVaV9VUGV5NVlRNFM5NGdyMS1pZzYweU5BUzktY2I1UUw0RnJRcVBtS0tWSUl6T0FtSjg4SzNUZDVPdlQyWUdiQWFmLWszQ0plSVJYekpmRmhUTC13VncyZnhmNEJPUklOYjVNemhOZ0UxY3JvRDEtUG9ILTNINTNDNUwxMk5vVnRBNEtNTFA3VlpwaGYyOWxydl9aZmFhWUltNmhMU0E?oc=5" target="_blank">How Well Does Self-Supervised Learning Perform In The Real World?</a>  <font color="#6f6f6f">Towards Data Science</font>

Masked pretraining of U-Net for ultrasound image segmentation
Naturetech

Masked pretraining of U-Net for ultrasound image segmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1qTUpEZ2RyYTM0OTFHR1cwNWhISHBCVDJwOHlfMVNkemV0RnBxaFJUWHB3dVNJMWV5cE5TU3dsM1d5WFJXcGdrTWRzN3JYOVd3OVhydUpIbHNXdWdIOWRF?oc=5" target="_blank">Masked pretraining of U-Net for ultrasound image segmentation</a>  <font color="#6f6f6f">Nature</font>

Visual-tactile pretraining and online multitask learning for humanlike manipulation dexterity
Science | AAAStech

Visual-tactile pretraining and online multitask learning for humanlike manipulation dexterity

<a href="https://news.google.com/rss/articles/CBMiZkFVX3lxTE50TDVBTmM1cWpfbEkxNTRCN2lrRXZBMVVUSjE2RTR6U3d4ZkdHdUVRTnNzalN5ZjdWYnF4ZlhiYkthbDBBc2pCcjRDcllwMFFTS1FXNEdMZ3YzUTRxak1qaWNFNlNNQQ?oc=5" target="_blank">Visual-tactile pretraining and online multitask learning for humanlike manipulation dexterity</a>  <font color="#6f6f6f">Science | AAAS</font>

Large-scale self-supervised video foundation model for intelligent surgery | npj Digital Medicine
Natureworld

Large-scale self-supervised video foundation model for intelligent surgery | npj Digital Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9qZktNX0EwVVBVYkc3bmdoVm42WGZxcDJGMENXS1NkRXhDX3J2V0o3d092RjN1em9NS2o1MnA1bEJFRndNM0FoOWVBMmV2YU5sTXFHb2pjdnJMVzdDeEFr?oc=5" target="_blank">Large-scale self-supervised video foundation model for intelligent surgery | npj Digital Medicine</a>  <font color="#6f6f6f">Nature</font>

Multimodal masked siamese network improves chest X-ray representation learning
Naturegeneral

Multimodal masked siamese network improves chest X-ray representation learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBTeXh3eHR3d3VPWkxmV3ctTGlzY05yQ2NNQjUyR01HSVpYX0xkSlNHa3VwQ2NJTk5YOGwxeGplMUJzbEg4bi1zX25EZDJRQVUzaHJ3eXZpaTZqTXNwV080?oc=5" target="_blank">Multimodal masked siamese network improves chest X-ray representation learning</a>  <font color="#6f6f6f">Nature</font>

Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing
The Association for the Advancement of Artificial Intelligencetech

Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1ET2Z1SUNZVnpqR3N0TDZDMVJCT2hzTzJWOVBqc3dQLXZVelAyRmpxZjl0TDhobUpQRWxvcXlDSENScjZEbVlCakVFWG9kd2pTd2ZDMllKdnlpSlJlcjJJUUFIaTQ?oc=5" target="_blank">Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Leveraging unlabeled SEM datasets with self-supervised learning for enhanced particle segmentation
Natureworld

Leveraging unlabeled SEM datasets with self-supervised learning for enhanced particle segmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9uZGVyakIzaTZfcGZ1Ri0wcTRjQm5PT1U1SlNfM1pnaFpEV1hRN0FOcFlUSld2SXZXX294TEFTMnZENkpMVFdkdzBwbVU2UDBVNGxfWXV3QTVKVFI4dXJR?oc=5" target="_blank">Leveraging unlabeled SEM datasets with self-supervised learning for enhanced particle segmentation</a>  <font color="#6f6f6f">Nature</font>

Self-supervised VICReg pre-training for Brugada ECG detection
Naturetech

Self-supervised VICReg pre-training for Brugada ECG detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1XazI4Q2JmbHBmU2J4ZllITGkyTmhRbk51aXY2QTVPcEdNYlVkb1JYY2tGQXJYUllyN0tnN2RoRFI0Rm02QzdmOVh6OXVkUkpLenQ1SFpVeXhKSHVjdDU0?oc=5" target="_blank">Self-supervised VICReg pre-training for Brugada ECG detection</a>  <font color="#6f6f6f">Nature</font>

Spatiotemporal self-supervised pre-training on satellite imagery improves food insecurity prediction
Cambridge University Press & Assessmenttech

Spatiotemporal self-supervised pre-training on satellite imagery improves food insecurity prediction

<a href="https://news.google.com/rss/articles/CBMirwJBVV95cUxObFJSVV9kOU1LTzB6cjk3N2pYYVZ2YkNPa1BCN21Id2g1STNSaFBfSFBQQnVXTTdjRWVUd3dIa1lNUHNxdTlja1RkRDNUNkVsaDVSbi1KOWl0WjNzM1VvOEJwUE02c2E1OUxwZVk5clpHSmhOOFJSM3U5RUN0a18yR1BrX3VkOS1aZmc3bm1KczFwMFJwbUtvUUNlLWMtQ0tTMGhSTFVQMHhWNUFjOVJySzVLNTl6MVdjWHM0Qlktd2Q0Y1BPc0twRVp4ZTlLbTV3NnIxbUVIbm50RVB4dEFJU294eVJmQlJoS0N4SDNWNzYxTjZhaTh1MW1iNWVYSmh6cHlaa0t0M3FndTBKZEkzU1dHUWdicmxYWTRKazNOZDRUMklqRjlhbVo3WXk4ZWs?oc=5" target="_blank">Spatiotemporal self-supervised pre-training on satellite imagery improves food insecurity prediction</a>  <font color="#6f6f6f">Cambridge University Press & Assessment</font>

IC2Bert: masked gene expression pretraining and supervised fine tuning for robust immune checkpoint blockade (ICB) response prediction
Naturetech

IC2Bert: masked gene expression pretraining and supervised fine tuning for robust immune checkpoint blockade (ICB) response prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9McWdzWjhNLUttQTBYUmdDUUxpVTBrcm02cWFfcGp0NXFReGNQcWROUHZaSl9rb19uQWNmNHNSZG8tdzlmY2pQU2ZYamVXSko2LS1VbUdNREVucS1xZkln?oc=5" target="_blank">IC2Bert: masked gene expression pretraining and supervised fine tuning for robust immune checkpoint blockade (ICB) response prediction</a>  <font color="#6f6f6f">Nature</font>

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